Publication

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Selected / Google Scholar / (* for equal contribution)

Selected Papers

• SimpleFSDP: Simpler Fully Sharded Data Parallel with torch.compile
  Ruisi Zhang*, Tianyu Liu*, Will Feng, Andrew Gu, Sanket Purandare, Wanchao Liang, Francisco Massa
  ArXiv 2025   Code
  
  

• REMARK-LLM: A Robust and Efficient Watermarking Framework for Generative Large Language Models
  Ruisi Zhang, Shehzeen Samarah Hussain, Paarth Neekhara, Farinaz Koushanfar
  USENIX Security Symposium 2024   Code / Slide / Video (Cited by NIST Report)
  
  

• EmMark: Robust Watermarks for IP Protection of Embedded Quantized Large Language Models
  Ruisi Zhang, Farinaz Koushanfar
  Design Automation Conference 2024   Code / Slide
  
  

• Automated Physical Design Watermarking Leveraging Graph Neural Networks
  Ruisi Zhang, Rachel Selina Rajarathnam, David Z. Pan, Farinaz Koushanfar
  International Symposium on Machine Learning for CAD 2024   Code / Slide / TCAD Extension
  
  

• AdaGL: Adaptive Learning for Agile Distributed Training of Gigantic GNNs
  Ruisi Zhang, Mojan Javaheripi, Zahra Ghodsi, Amit Bleiweiss, Farinaz Koushanfar
  Design Automation Conference 2023   Slide